Allison H. Baker

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 18

Top Topics

Simulation Data

Computationally Tractable

Data Compression

Quality Assurance

Top Venues

Publications

Allison H. Baker, Alexander Pinard, Dorit M. Hammerling
On a Structural Similarity Index Approach for Floating-Point Data. IEEE Trans. Vis. Comput. Graph. 30 (9) (2024)
John M. Dennis, Allison H. Baker, Brian Dobbins, Michael M. Bell, Jian Sun, Youngsung Kim, Ting-Yu Cha
Enabling efficient execution of a variational data assimilation application. Int. J. High Perform. Comput. Appl. 37 (2) (2023)
Allison H. Baker, Alexander Pinard, Dorit M. Hammerling
DSSIM: a structural similarity index for floating-point data. CoRR (2022)
Hayden Sather, Alexander Pinard, Allison H. Baker, Dorit M. Hammerling
What can real information content tell us about compressing climate model data? DRBSD@SC (2022)
Dorit M. Hammerling, Allison H. Baker
Advancing data compression via noise detection. Nat. Comput. Sci. 1 (11) (2021)
Dong H. Ahn, Allison H. Baker, Michael Bentley, Ian Briggs, Ganesh Gopalakrishnan, Dorit M. Hammerling, Ignacio Laguna, Gregory L. Lee, Daniel J. Milroy, Mariana Vertenstein
Keeping science on keel when software moves. Commun. ACM 64 (2) (2021)
Allison H. Baker
On Preserving Scientific Integrity for Climate Model Data in the HPC Era. Comput. Sci. Eng. 23 (6) (2021)
Andrew Poppick, Joseph Nardi, Noah Feldman, Allison H. Baker, Alexander Pinard, Dorit M. Hammerling
A statistical analysis of lossily compressed climate model data. Comput. Geosci. 145 (2020)
Alexander Pinard, Dorit M. Hammerling, Allison H. Baker
Assessing Differences in Large Spatio-temporal Climate Datasets with a New Python package. IEEE BigData (2020)
Allison H. Baker, Dorit Hammerling, Terece L. Turton
Evaluating image quality measures to assess the impact of lossy data compression applied to climate simulation data. Comput. Graph. Forum 38 (3) (2019)
Daniel J. Milroy, Allison H. Baker, Dorit M. Hammerling, Youngsung Kim, Elizabeth R. Jessup, Thomas Hauser
Making Root Cause Analysis Feasible for Large Code Bases: A Solution Approach for a Climate Model. HPDC (2019)
Daniel J. Milroy, Allison H. Baker, John M. Dennis, Andrew Gettelman
Investigating the Impact of Mixed Precision on Correctness for a Large Climate Code. CORRECTNESS@SC (2019)
Daniel J. Milroy, Allison H. Baker, Dorit M. Hammerling, Youngsung Kim, Elizabeth R. Jessup, Thomas Hauser
Making root cause analysis feasible for large code bases: a solution approach for a climate model. CoRR (2018)
Allison H. Baker, Haiying Xu, Dorit M. Hammerling, Shaomeng Li, John P. Clyne
Toward a Multi-method Approach: Lossy Data Compression for Climate Simulation Data. ISC Workshops (2017)
Allison H. Baker, Daniel J. Milroy, Dorit M. Hammerling, Haiying Xu
Quality Assurance and Error Identification for the Community Earth System Model. CORRECTNESS@SC (2017)
Daniel Milroy, Allison H. Baker, Dorit Hammerling, John M. Dennis, Sheri A. Mickelson, Elizabeth R. Jessup
Towards Characterizing the Variability of Statistically Consistent Community Earth System Model Simulations. ICCS (2016)
Youngsung Kim, John M. Dennis, Christopher Kerr, Raghu Raj Prasanna Kumar, Amogh Simha, Allison H. Baker, Sheri A. Mickelson
KGEN: A Python Tool for Automated Fortran Kernel Generation and Verification. ICCS (2016)
Yong Hu, Xiaomeng Huang, Allison H. Baker, Yu-heng Tseng, Frank O. Bryan, John M. Dennis, Guangwen Yang
Improving the scalability of the ocean barotropic solver in the community earth system model. SC (2015)
Allison H. Baker, Haiying Xu, John M. Dennis, Michael N. Levy, Doug Nychka, Sheri A. Mickelson, Jim Edwards, Mariana Vertenstein, Al Wegener
A methodology for evaluating the impact of data compression on climate simulation data. HPDC (2014)
Andy Yoo, Allison H. Baker, Roger A. Pearce, Van Emden Henson
A scalable eigensolver for large scale-free graphs using 2D graph partitioning. SC (2011)
Hormozd Gahvari, Allison H. Baker, Martin Schulz, Ulrike Meier Yang, Kirk E. Jordan, William Gropp
Modeling the performance of an algebraic multigrid cycle on HPC platforms. ICS (2011)
Allison H. Baker, Robert D. Falgout, Tzanio V. Kolev, Ulrike Meier Yang
Multigrid Smoothers for Ultraparallel Computing. SIAM J. Sci. Comput. 33 (5) (2011)
Allison H. Baker, Todd Gamblin, Martin Schulz, Ulrike Meier Yang
Challenges of Scaling Algebraic Multigrid Across Modern Multicore Architectures. IPDPS (2011)
Allison H. Baker, Tzanio V. Kolev, Ulrike Meier Yang
Improving algebraic multigrid interpolation operators for linear elasticity problems. Numer. Linear Algebra Appl. 17 (2-3) (2010)
Allison H. Baker, Robert D. Falgout, Todd Gamblin, Tzanio V. Kolev, Martin Schulz, Ulrike Meier Yang
Scaling Algebraic Multigrid Solvers: On the Road to Exascale. CHPC (2010)
Allison H. Baker, Martin Schulz, Ulrike Meier Yang
On the Performance of an Algebraic Multigrid Solver on Multicore Clusters. VECPAR (2010)
Allison H. Baker, Silvia A. Crivelli, Elizabeth R. Jessup
An efficient parallel termination detection algorithm. Int. J. Parallel Emergent Distributed Syst. 21 (4) (2006)
Allison H. Baker, Robert D. Falgout, Ulrike Meier Yang
An assumed partition algorithm for determining processor inter-communication. Parallel Comput. 32 (5-6) (2006)
Allison H. Baker, John M. Dennis, Elizabeth R. Jessup
On Improving Linear Solver Performance: A Block Variant of GMRES. SIAM J. Sci. Comput. 27 (5) (2006)
Allison H. Baker, Elizabeth R. Jessup, Thomas A. Manteuffel
A Technique for Accelerating the Convergence of Restarted GMRES. SIAM J. Matrix Anal. Appl. 26 (4) (2005)
Allison H. Baker, John M. Dennis, Elizabeth R. Jessup
Toward Memory-Efficient Linear Solvers. VECPAR (2002)